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Microsoft announces its participation in SIGCOMM 2026, featuring sessions on network traffic engineering, load balancing, adaptive photonic switching, and AI network simulation.
This paper introduces ParamBench, a difficulty-graded benchmark for LLM tool-call parameter generation, and proposes probe-guided training methods (PBT and PGR) that improve exact-match accuracy from 19.7% to 59.6%.